Name
Abstract | ||
|---|---|---|
Our approach effectively improves the performance of DDI classification tasks. Experimental analysis demonstrates that our model performs better with respect to recognizing not only close-range but also long-range patterns among words, especially for long, complex and compound sentences. |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1186/s12859-017-1855-x | BMC Bioinformatics |
Keywords | Field | DocType |
Attention,Drug-drug interactions,Long short-term memory,Recurrent neural network,Text mining | Text mining,Patient safety,Computer science,Long short term memory,Recurrent neural network,Bioinformatics,Drug | Journal |
Volume | Issue | ISSN |
18 | 1 | 1471-2105 |
Citations | PageRank | References |
12 | 0.58 | 27 |
Authors | ||
8 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Wei Zheng | 1 | 208 | 32.78 |
| Hongfei Lin | 2 | 768 | 122.52 |
| Ling Luo | 3 | 39 | 3.47 |
| Zhehuan Zhao | 4 | 79 | 6.25 |
| Zhengguang Li | 5 | 17 | 2.00 |
| Yijia Zhang | 6 | 113 | 14.67 |
| Zhihao Yang | 7 | 73 | 15.35 |
| Jian Wang | 8 | 73 | 16.74 |